Instrumentation & Measurement Magazine 24-2 - 108

autoencoder with multitask learning, " IEEE Trans. Instrum. Meas.,
vol. 68, no. 8, pp. 2679-2690, 2019.

[22]	H. Ha, S. Han, and J. Lee, " Fault detection on transmission lines
using a microphone array and an infrared thermal imaging

[19]	A. Ibrahim, A. Dalbah, A. Abualsaud, U. Tariq and A. El-Hag,

camera, " IEEE Trans. Instrum. Meas., vol. 61, no. 1, pp. 267-275, 2011.

" Application of machine learning to evaluate insulator surface
Erosion, " IEEE Trans. Instrum. Meas., vol. 69, issue 2, pp. 314-316,
Feb. 2020.
[20]	A. Muhammad, A. Shahpurwala, S. Mukhopadhyay, and A.
H. El-Hag, " Autonomous drone-based powerline insulator
inspection via deep learning, " in Proc. Iberian Robotics Conf., pp.
52-62, Springer, 2019.
[21]	L. Jin, Z. Tian, J. Ai, Y. Zhang, and K. Gao, " Condition evaluation
of the contaminated insulators by visible light images assisted
with infrared information, " IEEE Trans. Instrum. Meas., vol. 67, no.
6, pp. 1349-1358, 2018.

Ayman El-Hag (ahalhaj@uwaterloo.ca) is a Lecturer and
Adjunct Professor with the Electrical and Computer Engineering Department, University of Waterloo. Canada, where
he received his Ph.D. degree in 2004. He joined the Electrical Engineering Department at the American University of
Sharjah, United Arab Emirates from 2006-2018, where he was
promoted to Associate Professor and Professor in 2011 and
2016, respectively. His main areas of research are application of
machine learning in power engineering and design and diagnostics of electrical insulation systems.

continued from page 100
Avery Simundsson currently works in industry for a software
consultancy as a Project Manager. She recently completed her
M.Sc. in biosystems engineering at the University of Manitoba, Canada, where she also obtained her B.Sc. in mechanical
engineering. She has worked in manufacturing and agricultural research.

108	

Nioosha E. Khorasani is currently is a M.Sc. degree student at
the Electrical and Computer Engineering Department at the
University of Manitoba, Canada. She obtained her B.Sc. degree
in computer engineering from the Amirkabir University of
Technology, formerly the Tehran Polytechnic in Tehran, Iran.
She worked in telecommunication industry as a hardware test
engineer for two years.

IEEE Instrumentation & Measurement Magazine	

April 2021



Instrumentation & Measurement Magazine 24-2

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